{
  "fixes": {
    "slug": "learnharness",
    "name": "LearnHarness",
    "listing": "https://www.anchorterminal.com/tools/learnharness",
    "grade": "C",
    "score": 59.3,
    "assessed": "2026-10-30",
    "run": "October 2026 research run",
    "count": 25,
    "categories": [
      {
        "key": "reliability",
        "name": "Reliability",
        "score": 56,
        "maxGain": 8.8
      },
      {
        "key": "security",
        "name": "Security \u0026 auth",
        "score": 52,
        "maxGain": 8.4
      },
      {
        "key": "ergonomics",
        "name": "Agent ergonomics",
        "score": 60,
        "maxGain": 6.5
      },
      {
        "key": "schema",
        "name": "Schema \u0026 documentation",
        "score": 63,
        "maxGain": 6
      },
      {
        "key": "payments",
        "name": "Payments \u0026 pricing",
        "score": 60,
        "maxGain": 5
      },
      {
        "key": "transparency",
        "name": "Transparency \u0026 trust",
        "score": 60,
        "maxGain": 3.5
      },
      {
        "key": "maintenance",
        "name": "Maintenance \u0026 community",
        "score": 71,
        "maxGain": 2.5
      }
    ],
    "provenanceChecks": 4,
    "deductions": 0,
    "unchecked": 14,
    "panelRequests": 0,
    "full": "https://www.anchorterminal.com/tools/learnharness#fix-list",
    "locked": true,
    "markdown": "# Fix list: LearnHarness\n\nFrom Anchor Terminal's listing at https://www.anchorterminal.com/tools/learnharness, the October 2026 research run. Grade C, 59.3 out of 100. 25 fixes, the biggest possible gain to the total first.\n\nThis is what the list covers. Each fix's reason, the checklist it was scored against and the steps are on the listing page, https://www.anchorterminal.com/tools/learnharness#fix-list\n\n## 1. Reliability, 56 out of 100, up to 8.8 more on the total\n\n## 2. Security \u0026 auth, 52 out of 100, up to 8.4 more on the total\n\n## 3. Agent ergonomics, 60 out of 100, up to 6.5 more on the total\n\n## 4. Schema \u0026 documentation, 63 out of 100, up to 6 more on the total\n\n## 5. Payments \u0026 pricing, 60 out of 100, up to 5 more on the total\n\n## 6. Transparency \u0026 trust, 60 out of 100, up to 3.5 more on the total\n\n## 7. Maintenance \u0026 community, 71 out of 100, up to 2.5 more on the total\n\n## 4 provenance checks not met in full\n\n## 14 things we couldn't check\n"
  },
  "meta": {
    "attribution": "Anchor Terminal (https://www.anchorterminal.com)",
    "attributionRequired": true,
    "credit": "CC BY 4.0, credit Anchor Terminal and link the page or API address you took it from (https://www.anchorterminal.com/terms/#data)",
    "docs": "https://www.anchorterminal.com/docs/",
    "generatedAt": "2026-10-31",
    "license": "CC-BY-4.0",
    "method": "https://www.anchorterminal.com/benchmark/",
    "methodology": "0.7",
    "openapi": "https://www.anchorterminal.com/openapi.json",
    "preview": false,
    "run": "2026-10-01",
    "runLabel": "October 2026 research run",
    "terms": "https://www.anchorterminal.com/terms/#data"
  }
}